Datasets:

google
/

bigbench

	---
	annotations_creators:
	- crowdsourced
	- expert-generated
	- machine-generated
	language_creators:
	- crowdsourced
	- expert-generated
	- machine-generated
	- other
	language:
	- en
	license:
	- apache-2.0
	multilinguality:
	- multilingual
	- monolingual
	pretty_name: bigbench
	size_categories:
	- unknown
	source_datasets:
	- original
	task_categories:
	- multiple-choice
	- question-answering
	- text-classification
	- text-generation
	- zero-shot-classification
	- other
	task_ids:
	- multiple-choice-qa
	- extractive-qa
	- open-domain-qa
	- closed-domain-qa
	- fact-checking
	- acceptability-classification
	- intent-classification
	- multi-class-classification
	- multi-label-classification
	- text-scoring
	- hate-speech-detection
	- language-modeling
	dataset_info:
	- config_name: abstract_narrative_understanding
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 6574843
	num_examples: 3000
	- name: train
	num_bytes: 5261643
	num_examples: 2400
	- name: validation
	num_bytes: 1313224
	num_examples: 600
	download_size: 0
	dataset_size: 13149710
	- config_name: anachronisms
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 48937
	num_examples: 230
	- name: train
	num_bytes: 39209
	num_examples: 184
	- name: validation
	num_bytes: 9752
	num_examples: 46
	download_size: 0
	dataset_size: 97898
	- config_name: analogical_similarity
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1374163
	num_examples: 323
	- name: train
	num_bytes: 1101796
	num_examples: 259
	- name: validation
	num_bytes: 272391
	num_examples: 64
	download_size: 0
	dataset_size: 2748350
	- config_name: analytic_entailment
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 17367
	num_examples: 70
	- name: train
	num_bytes: 13413
	num_examples: 54
	- name: validation
	num_bytes: 3978
	num_examples: 16
	download_size: 0
	dataset_size: 34758
	- config_name: arithmetic
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 3848183
	num_examples: 15023
	- name: train
	num_bytes: 3078715
	num_examples: 12019
	- name: validation
	num_bytes: 769493
	num_examples: 3004
	download_size: 0
	dataset_size: 7696391
	- config_name: ascii_word_recognition
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 4985315
	num_examples: 5000
	- name: train
	num_bytes: 3997801
	num_examples: 4000
	- name: validation
	num_bytes: 987542
	num_examples: 1000
	download_size: 0
	dataset_size: 9970658
	- config_name: authorship_verification
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 14118946
	num_examples: 880
	- name: train
	num_bytes: 11288769
	num_examples: 704
	- name: validation
	num_bytes: 2830201
	num_examples: 176
	download_size: 0
	dataset_size: 28237916
	- config_name: auto_categorization
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 40618
	num_examples: 328
	- name: train
	num_bytes: 33053
	num_examples: 263
	- name: validation
	num_bytes: 7594
	num_examples: 65
	download_size: 0
	dataset_size: 81265
	- config_name: auto_debugging
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 5145
	num_examples: 34
	- name: train
	num_bytes: 2682
	num_examples: 18
	- name: validation
	num_bytes: 2491
	num_examples: 16
	download_size: 0
	dataset_size: 10318
	- config_name: bbq_lite_json
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 6898580
	num_examples: 16076
	- name: train
	num_bytes: 5515066
	num_examples: 12866
	- name: validation
	num_bytes: 1383539
	num_examples: 3210
	download_size: 0
	dataset_size: 13797185
	- config_name: bridging_anaphora_resolution_barqa
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1971124
	num_examples: 648
	- name: train
	num_bytes: 1537357
	num_examples: 519
	- name: validation
	num_bytes: 433796
	num_examples: 129
	download_size: 0
	dataset_size: 3942277
	- config_name: causal_judgment
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 204974
	num_examples: 190
	- name: train
	num_bytes: 165021
	num_examples: 152
	- name: validation
	num_bytes: 39977
	num_examples: 38
	download_size: 0
	dataset_size: 409972
	- config_name: cause_and_effect
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 49397
	num_examples: 153
	- name: train
	num_bytes: 39691
	num_examples: 123
	- name: validation
	num_bytes: 9730
	num_examples: 30
	download_size: 0
	dataset_size: 98818
	- config_name: checkmate_in_one
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 3140634
	num_examples: 3498
	- name: train
	num_bytes: 2516239
	num_examples: 2799
	- name: validation
	num_bytes: 624419
	num_examples: 699
	download_size: 0
	dataset_size: 6281292
	- config_name: chess_state_tracking
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 3270710
	num_examples: 6000
	- name: train
	num_bytes: 2616922
	num_examples: 4800
	- name: validation
	num_bytes: 653816
	num_examples: 1200
	download_size: 0
	dataset_size: 6541448
	- config_name: chinese_remainder_theorem
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 153313
	num_examples: 500
	- name: train
	num_bytes: 122679
	num_examples: 400
	- name: validation
	num_bytes: 30662
	num_examples: 100
	download_size: 0
	dataset_size: 306654
	- config_name: cifar10_classification
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 111049748
	num_examples: 20000
	- name: train
	num_bytes: 88804772
	num_examples: 16000
	- name: validation
	num_bytes: 22245000
	num_examples: 4000
	download_size: 0
	dataset_size: 222099520
	- config_name: code_line_description
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 33733
	num_examples: 60
	- name: train
	num_bytes: 25583
	num_examples: 44
	- name: validation
	num_bytes: 8174
	num_examples: 16
	download_size: 0
	dataset_size: 67490
	- config_name: codenames
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 25234
	num_examples: 85
	- name: train
	num_bytes: 20001
	num_examples: 68
	- name: validation
	num_bytes: 5262
	num_examples: 17
	download_size: 0
	dataset_size: 50497
	- config_name: color
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1638787
	num_examples: 4000
	- name: train
	num_bytes: 1311087
	num_examples: 3200
	- name: validation
	num_bytes: 327724
	num_examples: 800
	download_size: 0
	dataset_size: 3277598
	- config_name: common_morpheme
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 12444
	num_examples: 50
	- name: train
	num_bytes: 8490
	num_examples: 34
	- name: validation
	num_bytes: 3978
	num_examples: 16
	download_size: 0
	dataset_size: 24912
	- config_name: conceptual_combinations
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 58948
	num_examples: 103
	- name: train
	num_bytes: 48087
	num_examples: 84
	- name: validation
	num_bytes: 10886
	num_examples: 19
	download_size: 0
	dataset_size: 117921
	- config_name: conlang_translation
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 215239
	num_examples: 164
	- name: train
	num_bytes: 173069
	num_examples: 132
	- name: validation
	num_bytes: 42198
	num_examples: 32
	download_size: 0
	dataset_size: 430506
	- config_name: contextual_parametric_knowledge_conflicts
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 14594175
	num_examples: 17528
	- name: train
	num_bytes: 11671543
	num_examples: 14023
	- name: validation
	num_bytes: 2922658
	num_examples: 3505
	download_size: 0
	dataset_size: 29188376
	- config_name: crash_blossom
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 12242
	num_examples: 38
	- name: train
	num_bytes: 7037
	num_examples: 22
	- name: validation
	num_bytes: 5229
	num_examples: 16
	download_size: 0
	dataset_size: 24508
	- config_name: crass_ai
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 22922
	num_examples: 44
	- name: train
	num_bytes: 14172
	num_examples: 28
	- name: validation
	num_bytes: 8774
	num_examples: 16
	download_size: 0
	dataset_size: 45868
	- config_name: cryobiology_spanish
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 38754
	num_examples: 146
	- name: train
	num_bytes: 31198
	num_examples: 117
	- name: validation
	num_bytes: 7581
	num_examples: 29
	download_size: 0
	dataset_size: 77533
	- config_name: cryptonite
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 2847756
	num_examples: 26157
	- name: train
	num_bytes: 2278424
	num_examples: 20926
	- name: validation
	num_bytes: 569360
	num_examples: 5231
	download_size: 0
	dataset_size: 5695540
	- config_name: cs_algorithms
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 273274
	num_examples: 1320
	- name: train
	num_bytes: 218868
	num_examples: 1056
	- name: validation
	num_bytes: 54430
	num_examples: 264
	download_size: 0
	dataset_size: 546572
	- config_name: dark_humor_detection
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 26610
	num_examples: 80
	- name: train
	num_bytes: 21315
	num_examples: 64
	- name: validation
	num_bytes: 5319
	num_examples: 16
	download_size: 0
	dataset_size: 53244
	- config_name: date_understanding
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 95249
	num_examples: 369
	- name: train
	num_bytes: 76443
	num_examples: 296
	- name: validation
	num_bytes: 18831
	num_examples: 73
	download_size: 0
	dataset_size: 190523
	- config_name: disambiguation_qa
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 122626
	num_examples: 258
	- name: train
	num_bytes: 98815
	num_examples: 207
	- name: validation
	num_bytes: 23835
	num_examples: 51
	download_size: 0
	dataset_size: 245276
	- config_name: discourse_marker_prediction
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 2091888
	num_examples: 857
	- name: train
	num_bytes: 1667020
	num_examples: 686
	- name: validation
	num_bytes: 424892
	num_examples: 171
	download_size: 0
	dataset_size: 4183800
	- config_name: disfl_qa
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 7965803
	num_examples: 8000
	- name: train
	num_bytes: 6377339
	num_examples: 6400
	- name: validation
	num_bytes: 1588492
	num_examples: 1600
	download_size: 0
	dataset_size: 15931634
	- config_name: dyck_languages
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1238565
	num_examples: 1000
	- name: train
	num_bytes: 991204
	num_examples: 800
	- name: validation
	num_bytes: 247385
	num_examples: 200
	download_size: 0
	dataset_size: 2477154
	- config_name: elementary_math_qa
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 13471291
	num_examples: 38160
	- name: train
	num_bytes: 10789985
	num_examples: 30531
	- name: validation
	num_bytes: 2681331
	num_examples: 7629
	download_size: 0
	dataset_size: 26942607
	- config_name: emoji_movie
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 33767
	num_examples: 100
	- name: train
	num_bytes: 27071
	num_examples: 80
	- name: validation
	num_bytes: 6720
	num_examples: 20
	download_size: 0
	dataset_size: 67558
	- config_name: emojis_emotion_prediction
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 48155
	num_examples: 131
	- name: train
	num_bytes: 38601
	num_examples: 105
	- name: validation
	num_bytes: 9579
	num_examples: 26
	download_size: 0
	dataset_size: 96335
	- config_name: empirical_judgments
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 47574
	num_examples: 99
	- name: train
	num_bytes: 38410
	num_examples: 80
	- name: validation
	num_bytes: 9188
	num_examples: 19
	download_size: 0
	dataset_size: 95172
	- config_name: english_proverbs
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 22577
	num_examples: 34
	- name: train
	num_bytes: 12103
	num_examples: 18
	- name: validation
	num_bytes: 10499
	num_examples: 16
	download_size: 0
	dataset_size: 45179
	- config_name: english_russian_proverbs
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 59974
	num_examples: 80
	- name: train
	num_bytes: 48115
	num_examples: 64
	- name: validation
	num_bytes: 11883
	num_examples: 16
	download_size: 0
	dataset_size: 119972
	- config_name: entailed_polarity
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 25501
	num_examples: 148
	- name: train
	num_bytes: 20419
	num_examples: 119
	- name: validation
	num_bytes: 5107
	num_examples: 29
	download_size: 0
	dataset_size: 51027
	- config_name: entailed_polarity_hindi
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 57129
	num_examples: 138
	- name: train
	num_bytes: 45895
	num_examples: 111
	- name: validation
	num_bytes: 11258
	num_examples: 27
	download_size: 0
	dataset_size: 114282
	- config_name: epistemic_reasoning
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 887932
	num_examples: 2000
	- name: train
	num_bytes: 710731
	num_examples: 1600
	- name: validation
	num_bytes: 177225
	num_examples: 400
	download_size: 0
	dataset_size: 1775888
	- config_name: evaluating_information_essentiality
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 77564
	num_examples: 68
	- name: train
	num_bytes: 59660
	num_examples: 52
	- name: validation
	num_bytes: 17928
	num_examples: 16
	download_size: 0
	dataset_size: 155152
	- config_name: fact_checker
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1340092
	num_examples: 7154
	- name: train
	num_bytes: 1072921
	num_examples: 5724
	- name: validation
	num_bytes: 267195
	num_examples: 1430
	download_size: 0
	dataset_size: 2680208
	- config_name: fantasy_reasoning
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 75987
	num_examples: 201
	- name: train
	num_bytes: 61484
	num_examples: 161
	- name: validation
	num_bytes: 14527
	num_examples: 40
	download_size: 0
	dataset_size: 151998
	- config_name: few_shot_nlg
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 75985
	num_examples: 153
	- name: train
	num_bytes: 61906
	num_examples: 123
	- name: validation
	num_bytes: 14107
	num_examples: 30
	download_size: 0
	dataset_size: 151998
	- config_name: figure_of_speech_detection
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 21823
	num_examples: 59
	- name: train
	num_bytes: 16046
	num_examples: 43
	- name: validation
	num_bytes: 5801
	num_examples: 16
	download_size: 0
	dataset_size: 43670
	- config_name: formal_fallacies_syllogisms_negation
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 8320026
	num_examples: 14200
	- name: train
	num_bytes: 6657263
	num_examples: 11360
	- name: validation
	num_bytes: 1662787
	num_examples: 2840
	download_size: 0
	dataset_size: 16640076
	- config_name: gem
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 36067188
	num_examples: 14802
	- name: train
	num_bytes: 28821034
	num_examples: 11845
	- name: validation
	num_bytes: 7246182
	num_examples: 2957
	download_size: 0
	dataset_size: 72134404
	- config_name: gender_inclusive_sentences_german
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 126934
	num_examples: 200
	- name: train
	num_bytes: 100676
	num_examples: 160
	- name: validation
	num_bytes: 26286
	num_examples: 40
	download_size: 0
	dataset_size: 253896
	- config_name: general_knowledge
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 21928
	num_examples: 70
	- name: train
	num_bytes: 16900
	num_examples: 54
	- name: validation
	num_bytes: 5052
	num_examples: 16
	download_size: 0
	dataset_size: 43880
	- config_name: geometric_shapes
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 180621
	num_examples: 359
	- name: train
	num_bytes: 145030
	num_examples: 288
	- name: validation
	num_bytes: 35616
	num_examples: 71
	download_size: 0
	dataset_size: 361267
	- config_name: goal_step_wikihow
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 3571273
	num_examples: 7053
	- name: train
	num_bytes: 2856803
	num_examples: 5643
	- name: validation
	num_bytes: 714495
	num_examples: 1410
	download_size: 0
	dataset_size: 7142571
	- config_name: gre_reading_comprehension
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 94319
	num_examples: 31
	- name: train
	num_bytes: 44493
	num_examples: 15
	- name: validation
	num_bytes: 49850
	num_examples: 16
	download_size: 0
	dataset_size: 188662
	- config_name: hhh_alignment
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 273006
	num_examples: 221
	- name: train
	num_bytes: 212580
	num_examples: 179
	- name: validation
	num_bytes: 60451
	num_examples: 42
	download_size: 0
	dataset_size: 546037
	- config_name: hindi_question_answering
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 15155809
	num_examples: 6610
	- name: train
	num_bytes: 11984526
	num_examples: 5288
	- name: validation
	num_bytes: 3171311
	num_examples: 1322
	download_size: 0
	dataset_size: 30311646
	- config_name: hindu_knowledge
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 44227
	num_examples: 175
	- name: train
	num_bytes: 35505
	num_examples: 140
	- name: validation
	num_bytes: 8747
	num_examples: 35
	download_size: 0
	dataset_size: 88479
	- config_name: hinglish_toxicity
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 60712
	num_examples: 200
	- name: train
	num_bytes: 50081
	num_examples: 160
	- name: validation
	num_bytes: 10655
	num_examples: 40
	download_size: 0
	dataset_size: 121448
	- config_name: human_organs_senses
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 7995
	num_examples: 42
	- name: train
	num_bytes: 4914
	num_examples: 26
	- name: validation
	num_bytes: 3105
	num_examples: 16
	download_size: 0
	dataset_size: 16014
	- config_name: hyperbaton
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 9402856
	num_examples: 50000
	- name: train
	num_bytes: 7524430
	num_examples: 40000
	- name: validation
	num_bytes: 1878426
	num_examples: 10000
	download_size: 0
	dataset_size: 18805712
	- config_name: identify_math_theorems
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 104899
	num_examples: 53
	- name: train
	num_bytes: 70343
	num_examples: 37
	- name: validation
	num_bytes: 34581
	num_examples: 16
	download_size: 0
	dataset_size: 209823
	- config_name: identify_odd_metaphor
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 27658
	num_examples: 47
	- name: train
	num_bytes: 18183
	num_examples: 31
	- name: validation
	num_bytes: 9499
	num_examples: 16
	download_size: 0
	dataset_size: 55340
	- config_name: implicatures
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 91892
	num_examples: 492
	- name: train
	num_bytes: 73589
	num_examples: 394
	- name: validation
	num_bytes: 18329
	num_examples: 98
	download_size: 0
	dataset_size: 183810
	- config_name: implicit_relations
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 80011
	num_examples: 85
	- name: train
	num_bytes: 64592
	num_examples: 68
	- name: validation
	num_bytes: 15445
	num_examples: 17
	download_size: 0
	dataset_size: 160048
	- config_name: intent_recognition
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 323089
	num_examples: 693
	- name: train
	num_bytes: 258444
	num_examples: 555
	- name: validation
	num_bytes: 64670
	num_examples: 138
	download_size: 0
	dataset_size: 646203
	- config_name: international_phonetic_alphabet_nli
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 79408
	num_examples: 126
	- name: train
	num_bytes: 63363
	num_examples: 101
	- name: validation
	num_bytes: 16070
	num_examples: 25
	download_size: 0
	dataset_size: 158841
	- config_name: international_phonetic_alphabet_transliterate
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 276092
	num_examples: 1003
	- name: train
	num_bytes: 220913
	num_examples: 803
	- name: validation
	num_bytes: 55207
	num_examples: 200
	download_size: 0
	dataset_size: 552212
	- config_name: intersect_geometry
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 212987847
	num_examples: 249999
	- name: train
	num_bytes: 170383378
	num_examples: 200000
	- name: validation
	num_bytes: 42604469
	num_examples: 49999
	download_size: 0
	dataset_size: 425975694
	- config_name: irony_identification
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 28240
	num_examples: 99
	- name: train
	num_bytes: 22972
	num_examples: 80
	- name: validation
	num_bytes: 5292
	num_examples: 19
	download_size: 0
	dataset_size: 56504
	- config_name: kanji_ascii
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 367225
	num_examples: 1092
	- name: train
	num_bytes: 294162
	num_examples: 875
	- name: validation
	num_bytes: 73089
	num_examples: 217
	download_size: 0
	dataset_size: 734476
	- config_name: kannada
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 140859
	num_examples: 316
	- name: train
	num_bytes: 112047
	num_examples: 253
	- name: validation
	num_bytes: 28836
	num_examples: 63
	download_size: 0
	dataset_size: 281742
	- config_name: key_value_maps
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 105199
	num_examples: 101
	- name: train
	num_bytes: 84371
	num_examples: 80
	- name: validation
	num_bytes: 20852
	num_examples: 21
	download_size: 0
	dataset_size: 210422
	- config_name: known_unknowns
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 8002
	num_examples: 46
	- name: train
	num_bytes: 5166
	num_examples: 30
	- name: validation
	num_bytes: 2860
	num_examples: 16
	download_size: 0
	dataset_size: 16028
	- config_name: language_games
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 979913
	num_examples: 2128
	- name: train
	num_bytes: 783352
	num_examples: 1704
	- name: validation
	num_bytes: 196589
	num_examples: 424
	download_size: 0
	dataset_size: 1959854
	- config_name: language_identification
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 7391247
	num_examples: 10000
	- name: train
	num_bytes: 5920832
	num_examples: 8000
	- name: validation
	num_bytes: 1470439
	num_examples: 2000
	download_size: 0
	dataset_size: 14782518
	- config_name: linguistic_mappings
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1327183
	num_examples: 15527
	- name: train
	num_bytes: 1061698
	num_examples: 12426
	- name: validation
	num_bytes: 265514
	num_examples: 3101
	download_size: 0
	dataset_size: 2654395
	- config_name: linguistics_puzzles
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1746302
	num_examples: 2000
	- name: train
	num_bytes: 1398341
	num_examples: 1600
	- name: validation
	num_bytes: 347989
	num_examples: 400
	download_size: 0
	dataset_size: 3492632
	- config_name: list_functions
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 2679536
	num_examples: 10750
	- name: train
	num_bytes: 2162181
	num_examples: 8700
	- name: validation
	num_bytes: 517356
	num_examples: 2050
	download_size: 0
	dataset_size: 5359073
	- config_name: logic_grid_puzzle
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1456816
	num_examples: 1000
	- name: train
	num_bytes: 1160620
	num_examples: 800
	- name: validation
	num_bytes: 296220
	num_examples: 200
	download_size: 0
	dataset_size: 2913656
	- config_name: logical_args
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 43630
	num_examples: 32
	- name: train
	num_bytes: 21108
	num_examples: 16
	- name: validation
	num_bytes: 22546
	num_examples: 16
	download_size: 0
	dataset_size: 87284
	- config_name: logical_deduction
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1057966
	num_examples: 1500
	- name: train
	num_bytes: 842792
	num_examples: 1200
	- name: validation
	num_bytes: 215198
	num_examples: 300
	download_size: 0
	dataset_size: 2115956
	- config_name: logical_fallacy_detection
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 721360
	num_examples: 2800
	- name: train
	num_bytes: 577159
	num_examples: 2240
	- name: validation
	num_bytes: 144225
	num_examples: 560
	download_size: 0
	dataset_size: 1442744
	- config_name: logical_sequence
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 22771
	num_examples: 39
	- name: train
	num_bytes: 12687
	num_examples: 23
	- name: validation
	num_bytes: 10108
	num_examples: 16
	download_size: 0
	dataset_size: 45566
	- config_name: mathematical_induction
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 19069
	num_examples: 69
	- name: train
	num_bytes: 15028
	num_examples: 53
	- name: validation
	num_bytes: 4065
	num_examples: 16
	download_size: 0
	dataset_size: 38162
	- config_name: matrixshapes
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1131160
	num_examples: 4462
	- name: train
	num_bytes: 906536
	num_examples: 3570
	- name: validation
	num_bytes: 224653
	num_examples: 892
	download_size: 0
	dataset_size: 2262349
	- config_name: metaphor_boolean
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 214127
	num_examples: 680
	- name: train
	num_bytes: 170993
	num_examples: 544
	- name: validation
	num_bytes: 43158
	num_examples: 136
	download_size: 0
	dataset_size: 428278
	- config_name: metaphor_understanding
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 201033
	num_examples: 234
	- name: train
	num_bytes: 162243
	num_examples: 188
	- name: validation
	num_bytes: 38814
	num_examples: 46
	download_size: 0
	dataset_size: 402090
	- config_name: minute_mysteries_qa
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 3245380
	num_examples: 477
	- name: train
	num_bytes: 2623861
	num_examples: 383
	- name: validation
	num_bytes: 621544
	num_examples: 94
	download_size: 0
	dataset_size: 6490785
	- config_name: misconceptions
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 45923
	num_examples: 219
	- name: train
	num_bytes: 37336
	num_examples: 176
	- name: validation
	num_bytes: 8611
	num_examples: 43
	download_size: 0
	dataset_size: 91870
	- config_name: misconceptions_russian
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 17035
	num_examples: 49
	- name: train
	num_bytes: 11008
	num_examples: 33
	- name: validation
	num_bytes: 6051
	num_examples: 16
	download_size: 0
	dataset_size: 34094
	- config_name: mnist_ascii
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 61836204
	num_examples: 69984
	- name: train
	num_bytes: 49497056
	num_examples: 55988
	- name: validation
	num_bytes: 12339173
	num_examples: 13996
	download_size: 0
	dataset_size: 123672433
	- config_name: modified_arithmetic
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1221771
	num_examples: 6000
	- name: train
	num_bytes: 977487
	num_examples: 4800
	- name: validation
	num_bytes: 244312
	num_examples: 1200
	download_size: 0
	dataset_size: 2443570
	- config_name: moral_permissibility
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 162221
	num_examples: 342
	- name: train
	num_bytes: 128918
	num_examples: 274
	- name: validation
	num_bytes: 33328
	num_examples: 68
	download_size: 0
	dataset_size: 324467
	- config_name: movie_dialog_same_or_different
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 28664867
	num_examples: 50000
	- name: train
	num_bytes: 22904157
	num_examples: 40000
	- name: validation
	num_bytes: 5760710
	num_examples: 10000
	download_size: 0
	dataset_size: 57329734
	- config_name: movie_recommendation
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 173894
	num_examples: 500
	- name: train
	num_bytes: 139210
	num_examples: 400
	- name: validation
	num_bytes: 34708
	num_examples: 100
	download_size: 0
	dataset_size: 347812
	- config_name: mult_data_wrangling
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 626432
	num_examples: 7854
	- name: train
	num_bytes: 508664
	num_examples: 6380
	- name: validation
	num_bytes: 117797
	num_examples: 1474
	download_size: 0
	dataset_size: 1252893
	- config_name: multiemo
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 651075683
	num_examples: 1437281
	- name: train
	num_bytes: 520893617
	num_examples: 1149873
	- name: validation
	num_bytes: 130182066
	num_examples: 287408
	download_size: 0
	dataset_size: 1302151366
	- config_name: natural_instructions
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 355963087
	num_examples: 193250
	- name: train
	num_bytes: 284939871
	num_examples: 154615
	- name: validation
	num_bytes: 71023216
	num_examples: 38635
	download_size: 0
	dataset_size: 711926174
	- config_name: navigate
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 226212
	num_examples: 1000
	- name: train
	num_bytes: 181282
	num_examples: 800
	- name: validation
	num_bytes: 44954
	num_examples: 200
	download_size: 0
	dataset_size: 452448
	- config_name: nonsense_words_grammar
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 11164
	num_examples: 50
	- name: train
	num_bytes: 7632
	num_examples: 34
	- name: validation
	num_bytes: 3556
	num_examples: 16
	download_size: 0
	dataset_size: 22352
	- config_name: novel_concepts
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 16115
	num_examples: 32
	- name: train
	num_bytes: 8165
	num_examples: 16
	- name: validation
	num_bytes: 7974
	num_examples: 16
	download_size: 0
	dataset_size: 32254
	- config_name: object_counting
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 149708
	num_examples: 1000
	- name: train
	num_bytes: 119737
	num_examples: 800
	- name: validation
	num_bytes: 29999
	num_examples: 200
	download_size: 0
	dataset_size: 299444
	- config_name: odd_one_out
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 13932
	num_examples: 86
	- name: train
	num_bytes: 11293
	num_examples: 69
	- name: validation
	num_bytes: 2664
	num_examples: 17
	download_size: 0
	dataset_size: 27889
	- config_name: operators
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 32490
	num_examples: 210
	- name: train
	num_bytes: 25986
	num_examples: 168
	- name: validation
	num_bytes: 6532
	num_examples: 42
	download_size: 0
	dataset_size: 65008
	- config_name: paragraph_segmentation
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 56847660
	num_examples: 9000
	- name: train
	num_bytes: 45675248
	num_examples: 7200
	- name: validation
	num_bytes: 11172440
	num_examples: 1800
	download_size: 0
	dataset_size: 113695348
	- config_name: parsinlu_qa
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 456870
	num_examples: 1050
	- name: train
	num_bytes: 367126
	num_examples: 840
	- name: validation
	num_bytes: 89768
	num_examples: 210
	download_size: 0
	dataset_size: 913764
	- config_name: parsinlu_reading_comprehension
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 573891
	num_examples: 518
	- name: train
	num_bytes: 455908
	num_examples: 415
	- name: validation
	num_bytes: 118011
	num_examples: 103
	download_size: 0
	dataset_size: 1147810
	- config_name: penguins_in_a_table
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 76121
	num_examples: 149
	- name: train
	num_bytes: 61435
	num_examples: 120
	- name: validation
	num_bytes: 14711
	num_examples: 29
	download_size: 0
	dataset_size: 152267
	- config_name: periodic_elements
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 287051
	num_examples: 654
	- name: train
	num_bytes: 230973
	num_examples: 524
	- name: validation
	num_bytes: 56104
	num_examples: 130
	download_size: 0
	dataset_size: 574128
	- config_name: persian_idioms
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 28658
	num_examples: 66
	- name: train
	num_bytes: 21740
	num_examples: 50
	- name: validation
	num_bytes: 6942
	num_examples: 16
	download_size: 0
	dataset_size: 57340
	- config_name: phrase_relatedness
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 30277
	num_examples: 100
	- name: train
	num_bytes: 23847
	num_examples: 80
	- name: validation
	num_bytes: 6454
	num_examples: 20
	download_size: 0
	dataset_size: 60578
	- config_name: physical_intuition
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 23810
	num_examples: 81
	- name: train
	num_bytes: 19373
	num_examples: 65
	- name: validation
	num_bytes: 4461
	num_examples: 16
	download_size: 0
	dataset_size: 47644
	- config_name: physics
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 120407
	num_examples: 229
	- name: train
	num_bytes: 96261
	num_examples: 184
	- name: validation
	num_bytes: 24170
	num_examples: 45
	download_size: 0
	dataset_size: 240838
	- config_name: physics_questions
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 18407
	num_examples: 54
	- name: train
	num_bytes: 13435
	num_examples: 38
	- name: validation
	num_bytes: 5000
	num_examples: 16
	download_size: 0
	dataset_size: 36842
	- config_name: play_dialog_same_or_different
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 3143716
	num_examples: 3264
	- name: train
	num_bytes: 2517056
	num_examples: 2612
	- name: validation
	num_bytes: 626685
	num_examples: 652
	download_size: 0
	dataset_size: 6287457
	- config_name: polish_sequence_labeling
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 18082770
	num_examples: 12812
	- name: train
	num_bytes: 14472058
	num_examples: 10250
	- name: validation
	num_bytes: 3610741
	num_examples: 2562
	download_size: 0
	dataset_size: 36165569
	- config_name: presuppositions_as_nli
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 502914
	num_examples: 735
	- name: train
	num_bytes: 401080
	num_examples: 588
	- name: validation
	num_bytes: 101860
	num_examples: 147
	download_size: 0
	dataset_size: 1005854
	- config_name: qa_wikidata
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1421667
	num_examples: 20321
	- name: train
	num_bytes: 1137007
	num_examples: 16257
	- name: validation
	num_bytes: 284660
	num_examples: 4064
	download_size: 0
	dataset_size: 2843334
	- config_name: question_selection
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 2487986
	num_examples: 1582
	- name: train
	num_bytes: 1990739
	num_examples: 1266
	- name: validation
	num_bytes: 497272
	num_examples: 316
	download_size: 0
	dataset_size: 4975997
	- config_name: real_or_fake_text
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 53684101
	num_examples: 15088
	- name: train
	num_bytes: 42896484
	num_examples: 12072
	- name: validation
	num_bytes: 10787642
	num_examples: 3016
	download_size: 0
	dataset_size: 107368227
	- config_name: reasoning_about_colored_objects
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 912440
	num_examples: 2000
	- name: train
	num_bytes: 733608
	num_examples: 1600
	- name: validation
	num_bytes: 178857
	num_examples: 400
	download_size: 0
	dataset_size: 1824905
	- config_name: repeat_copy_logic
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 6710
	num_examples: 32
	- name: train
	num_bytes: 3357
	num_examples: 16
	- name: validation
	num_bytes: 3381
	num_examples: 16
	download_size: 0
	dataset_size: 13448
	- config_name: rephrase
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 34260
	num_examples: 78
	- name: train
	num_bytes: 27396
	num_examples: 62
	- name: validation
	num_bytes: 6892
	num_examples: 16
	download_size: 0
	dataset_size: 68548
	- config_name: riddle_sense
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 15569
	num_examples: 49
	- name: train
	num_bytes: 10791
	num_examples: 33
	- name: validation
	num_bytes: 4802
	num_examples: 16
	download_size: 0
	dataset_size: 31162
	- config_name: ruin_names
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 144391
	num_examples: 448
	- name: train
	num_bytes: 115420
	num_examples: 359
	- name: validation
	num_bytes: 28997
	num_examples: 89
	download_size: 0
	dataset_size: 288808
	- config_name: salient_translation_error_detection
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1142524
	num_examples: 998
	- name: train
	num_bytes: 913543
	num_examples: 799
	- name: validation
	num_bytes: 229006
	num_examples: 199
	download_size: 0
	dataset_size: 2285073
	- config_name: scientific_press_release
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 13725
	num_examples: 50
	- name: train
	num_bytes: 9287
	num_examples: 34
	- name: validation
	num_bytes: 4466
	num_examples: 16
	download_size: 0
	dataset_size: 27478
	- config_name: semantic_parsing_in_context_sparc
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1525025
	num_examples: 1155
	- name: train
	num_bytes: 1248535
	num_examples: 924
	- name: validation
	num_bytes: 276518
	num_examples: 231
	download_size: 0
	dataset_size: 3050078
	- config_name: semantic_parsing_spider
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1265902
	num_examples: 1034
	- name: train
	num_bytes: 973996
	num_examples: 828
	- name: validation
	num_bytes: 291934
	num_examples: 206
	download_size: 0
	dataset_size: 2531832
	- config_name: sentence_ambiguity
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 8215
	num_examples: 60
	- name: train
	num_bytes: 6017
	num_examples: 44
	- name: validation
	num_bytes: 2222
	num_examples: 16
	download_size: 0
	dataset_size: 16454
	- config_name: similarities_abstraction
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 23490
	num_examples: 76
	- name: train
	num_bytes: 18609
	num_examples: 60
	- name: validation
	num_bytes: 4906
	num_examples: 16
	download_size: 0
	dataset_size: 47005
	- config_name: simp_turing_concept
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1018473
	num_examples: 6390
	- name: train
	num_bytes: 813887
	num_examples: 5112
	- name: validation
	num_bytes: 204614
	num_examples: 1278
	download_size: 0
	dataset_size: 2036974
	- config_name: simple_arithmetic_json
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1177
	num_examples: 30
	- name: train
	num_bytes: 570
	num_examples: 14
	- name: validation
	num_bytes: 635
	num_examples: 16
	download_size: 0
	dataset_size: 2382
	- config_name: simple_arithmetic_json_multiple_choice
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 953
	num_examples: 8
	- name: train
	- name: validation
	download_size: 0
	dataset_size: 953
	- config_name: simple_arithmetic_json_subtasks
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1177
	num_examples: 30
	- name: train
	num_bytes: 601
	num_examples: 15
	- name: validation
	num_bytes: 604
	num_examples: 15
	download_size: 0
	dataset_size: 2382
	- config_name: simple_arithmetic_multiple_targets_json
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 444
	num_examples: 10
	- name: train
	- name: validation
	download_size: 0
	dataset_size: 444
	- config_name: simple_ethical_questions
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 76615
	num_examples: 115
	- name: train
	num_bytes: 60357
	num_examples: 92
	- name: validation
	num_bytes: 16282
	num_examples: 23
	download_size: 0
	dataset_size: 153254
	- config_name: simple_text_editing
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 27899
	num_examples: 47
	- name: train
	num_bytes: 18501
	num_examples: 31
	- name: validation
	num_bytes: 9426
	num_examples: 16
	download_size: 0
	dataset_size: 55826
	- config_name: snarks
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 45810
	num_examples: 181
	- name: train
	num_bytes: 37069
	num_examples: 145
	- name: validation
	num_bytes: 8766
	num_examples: 36
	download_size: 0
	dataset_size: 91645
	- config_name: social_iqa
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 644154
	num_examples: 1935
	- name: train
	num_bytes: 516485
	num_examples: 1548
	- name: validation
	num_bytes: 127694
	num_examples: 387
	download_size: 0
	dataset_size: 1288333
	- config_name: social_support
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 367179
	num_examples: 897
	- name: train
	num_bytes: 295177
	num_examples: 718
	- name: validation
	num_bytes: 72027
	num_examples: 179
	download_size: 0
	dataset_size: 734383
	- config_name: sports_understanding
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 227049
	num_examples: 986
	- name: train
	num_bytes: 181649
	num_examples: 789
	- name: validation
	num_bytes: 45425
	num_examples: 197
	download_size: 0
	dataset_size: 454123
	- config_name: strange_stories
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 120620
	num_examples: 174
	- name: train
	num_bytes: 98157
	num_examples: 140
	- name: validation
	num_bytes: 22489
	num_examples: 34
	download_size: 0
	dataset_size: 241266
	- config_name: strategyqa
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 660851
	num_examples: 2289
	- name: train
	num_bytes: 528381
	num_examples: 1832
	- name: validation
	num_bytes: 132494
	num_examples: 457
	download_size: 0
	dataset_size: 1321726
	- config_name: sufficient_information
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 9458
	num_examples: 39
	- name: train
	num_bytes: 5625
	num_examples: 23
	- name: validation
	num_bytes: 3861
	num_examples: 16
	download_size: 0
	dataset_size: 18944
	- config_name: suicide_risk
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 38001
	num_examples: 40
	- name: train
	num_bytes: 23106
	num_examples: 24
	- name: validation
	num_bytes: 14919
	num_examples: 16
	download_size: 0
	dataset_size: 76026
	- config_name: swahili_english_proverbs
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 90367
	num_examples: 153
	- name: train
	num_bytes: 72569
	num_examples: 123
	- name: validation
	num_bytes: 17822
	num_examples: 30
	download_size: 0
	dataset_size: 180758
	- config_name: swedish_to_german_proverbs
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 35273
	num_examples: 72
	- name: train
	num_bytes: 27325
	num_examples: 56
	- name: validation
	num_bytes: 7972
	num_examples: 16
	download_size: 0
	dataset_size: 70570
	- config_name: symbol_interpretation
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1149725
	num_examples: 990
	- name: train
	num_bytes: 927947
	num_examples: 795
	- name: validation
	num_bytes: 221803
	num_examples: 195
	download_size: 0
	dataset_size: 2299475
	- config_name: temporal_sequences
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 687735
	num_examples: 1000
	- name: train
	num_bytes: 550332
	num_examples: 800
	- name: validation
	num_bytes: 137427
	num_examples: 200
	download_size: 0
	dataset_size: 1375494
	- config_name: tense
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 43946
	num_examples: 286
	- name: train
	num_bytes: 35523
	num_examples: 229
	- name: validation
	num_bytes: 8452
	num_examples: 57
	download_size: 0
	dataset_size: 87921
	- config_name: timedial
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 2764478
	num_examples: 2550
	- name: train
	num_bytes: 2218234
	num_examples: 2040
	- name: validation
	num_bytes: 546268
	num_examples: 510
	download_size: 0
	dataset_size: 5528980
	- config_name: topical_chat
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 30930629
	num_examples: 22295
	- name: train
	num_bytes: 24829540
	num_examples: 17836
	- name: validation
	num_bytes: 6101090
	num_examples: 4459
	download_size: 0
	dataset_size: 61861259
	- config_name: tracking_shuffled_objects
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 2779059
	num_examples: 3750
	- name: train
	num_bytes: 2226511
	num_examples: 3000
	- name: validation
	num_bytes: 552572
	num_examples: 750
	download_size: 0
	dataset_size: 5558142
	- config_name: understanding_fables
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 227915
	num_examples: 189
	- name: train
	num_bytes: 181138
	num_examples: 152
	- name: validation
	num_bytes: 46801
	num_examples: 37
	download_size: 0
	dataset_size: 455854
	- config_name: undo_permutation
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 196443
	num_examples: 300
	- name: train
	num_bytes: 158827
	num_examples: 240
	- name: validation
	num_bytes: 37641
	num_examples: 60
	download_size: 0
	dataset_size: 392911
	- config_name: unit_conversion
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 4040317
	num_examples: 23936
	- name: train
	num_bytes: 3239699
	num_examples: 19151
	- name: validation
	num_bytes: 800619
	num_examples: 4785
	download_size: 0
	dataset_size: 8080635
	- config_name: unit_interpretation
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 37463
	num_examples: 100
	- name: train
	num_bytes: 30023
	num_examples: 80
	- name: validation
	num_bytes: 7464
	num_examples: 20
	download_size: 0
	dataset_size: 74950
	- config_name: unnatural_in_context_learning
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 4609162
	num_examples: 73420
	- name: train
	num_bytes: 3687332
	num_examples: 58736
	- name: validation
	num_bytes: 921830
	num_examples: 14684
	download_size: 0
	dataset_size: 9218324
	- config_name: vitaminc_fact_verification
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 32389297
	num_examples: 54668
	- name: train
	num_bytes: 25911838
	num_examples: 43735
	- name: validation
	num_bytes: 6477483
	num_examples: 10933
	download_size: 0
	dataset_size: 64778618
	- config_name: what_is_the_tao
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 13306
	num_examples: 36
	- name: train
	num_bytes: 7467
	num_examples: 20
	- name: validation
	num_bytes: 5863
	num_examples: 16
	download_size: 0
	dataset_size: 26636
	- config_name: which_wiki_edit
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 6332065
	num_examples: 571
	- name: train
	num_bytes: 5234181
	num_examples: 457
	- name: validation
	num_bytes: 1097909
	num_examples: 114
	download_size: 0
	dataset_size: 12664155
	- config_name: winowhy
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 1003532
	num_examples: 2862
	- name: train
	num_bytes: 801404
	num_examples: 2290
	- name: validation
	num_bytes: 202153
	num_examples: 572
	download_size: 0
	dataset_size: 2007089
	- config_name: word_sorting
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 491320
	num_examples: 1900
	- name: train
	num_bytes: 392956
	num_examples: 1520
	- name: validation
	num_bytes: 98392
	num_examples: 380
	download_size: 0
	dataset_size: 982668
	- config_name: word_unscrambling
	features:
	- name: idx
	dtype: int32
	- name: inputs
	dtype: string
	- name: targets
	sequence: string
	- name: multiple_choice_targets
	sequence: string
	- name: multiple_choice_scores
	sequence: int32
	splits:
	- name: default
	num_bytes: 883507
	num_examples: 8917
	- name: train
	num_bytes: 706675
	num_examples: 7134
	- name: validation
	num_bytes: 176860
	num_examples: 1783
	download_size: 0
	dataset_size: 1767042
	---

	# Dataset Card for BIG-bench

	## Table of Contents
	- [Table of Contents](#table-of-contents)
	- [Dataset Description](#dataset-description)
	- [Dataset Summary](#dataset-summary)
	- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
	- [Languages](#languages)
	- [Dataset Structure](#dataset-structure)
	- [Data Instances](#data-instances)
	- [Data Fields](#data-fields)
	- [Data Splits](#data-splits)
	- [Dataset Creation](#dataset-creation)
	- [Curation Rationale](#curation-rationale)
	- [Source Data](#source-data)
	- [Annotations](#annotations)
	- [Personal and Sensitive Information](#personal-and-sensitive-information)
	- [Considerations for Using the Data](#considerations-for-using-the-data)
	- [Social Impact of Dataset](#social-impact-of-dataset)
	- [Discussion of Biases](#discussion-of-biases)
	- [Other Known Limitations](#other-known-limitations)
	- [Additional Information](#additional-information)
	- [Dataset Curators](#dataset-curators)
	- [Licensing Information](#licensing-information)
	- [Citation Information](#citation-information)
	- [Contributions](#contributions)

	## Dataset Description

	- Homepage/Repository: [https://github.com/google/BIG-bench](https://github.com/google/BIG-bench)
	- Paper: [Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models](https://arxiv.org/abs/2206.04615)
	- Leaderboard:
	- Point of Contact: [bigbench@googlegroups.com](mailto:bigbench@googlegroups.com)


	### Dataset Summary

	The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to probe large language models and extrapolate their future capabilities. Tasks included in BIG-bench are summarized by keyword [here](https://github.com/google/BIG-bench/blob/main/bigbench/benchmark_tasks/keywords_to_tasks.md), and by task name [here](https://github.com/google/BIG-bench/blob/main/bigbench/benchmark_tasks/README.md). A paper introducing the benchmark, including evaluation results on large language models, is currently in preparation.

	### Supported Tasks and Leaderboards

	BIG-Bench consists of both json and programmatic tasks.
	This implementation in HuggingFace datasets implements

	- 24 BIG-bench Lite tasks

	- 167 BIG-bench json tasks (includes BIG-bench Lite)

	To study the remaining programmatic tasks, please see the [BIG-bench GitHub repo](https://github.com/google/BIG-bench)

	### Languages

	Although predominantly English, BIG-bench contains tasks in over 1000 written languages, as well as some synthetic and programming languages.
	See [BIG-bench organized by keywords](https://github.com/google/BIG-bench/blob/main/bigbench/benchmark_tasks/keywords_to_tasks.md). Relevant keywords include `multilingual`, `non-english`, `low-resource-language`, `translation`.

	For tasks specifically targeting low-resource languages, see the table below:

	Task Name \| Languages \|
	--\|--\|
	Conlang Translation Problems \| English, German, Finnish, Abma, Apinayé, Inapuri, Ndebele, Palauan\|
	Kannada Riddles \| Kannada\|
	Language Identification \| 1000 languages \|
	Swahili English Proverbs \| Swahili \|
	Which Wiki Edit \| English, Russian, Spanish, German, French, Turkish, Japanese, Vietnamese, Chinese, Arabic, Norwegian, Tagalog\|




	## Dataset Structure

	### Data Instances

	Each dataset contains 5 features. For example an instance from the `emoji_movie` task is:

	```
	{
	"idx": 0,
	"inputs": "Q: What movie does this emoji describe? 👦👓⚡️\n choice: harry potter\n. choice: shutter island\n. choice: inglourious basterds\n. choice: die hard\n. choice: moonlight\nA:"
	"targets": ["harry potter"],
	"multiple_choice_targets":["harry potter", "shutter island", "die hard", "inglourious basterds", "moonlight"],
	"multiple_choice_scores": [1, 0, 0, 0, 0]
	}
	```

	For tasks that do not have multiple choice targets, the lists are empty.


	### Data Fields

	Every example has the following fields
	- `idx`: an `int` feature
	- `inputs`: a `string` feature
	- `targets`: a sequence of `string` feature
	- `multiple_choice_targets`: a sequence of `string` features
	- `multiple_choice_scores`: a sequence of `int` features

	### Data Splits

	Each task has a `default`, `train` and `validation` split.
	The split `default` uses all the samples for each task (and it's the same as `all` used in the `bigbench.bbseqio` implementation.)
	For standard evaluation on BIG-bench, we recommend using the `default` split, and the `train` and `validation` split is to be used if one wants to train a model on BIG-bench.

	## Dataset Creation

	BIG-bench tasks were collaboratively submitted through GitHub pull requests.

	Each task went through a review and meta-review process with criteria outlined in the [BIG-bench repository documentation](https://github.com/google/BIG-bench/blob/main/docs/doc.md#submission-review-process).
	Each task was required to describe the data source and curation methods on the task README page.

	### Curation Rationale

	[More Information Needed]

	### Source Data

	#### Initial Data Collection and Normalization

	[More Information Needed]

	#### Who are the source language producers?

	[More Information Needed]


	### Annotations

	#### Annotation process

	[More Information Needed]

	#### Who are the annotators?

	[More Information Needed]


	### Personal and Sensitive Information

	[More Information Needed]


	## Considerations for Using the Data

	BIG-bench contains a wide range of tasks, some of which are sensitive and should be used with care.

	Some tasks are specifically designed to test biases and failures common to large language models, and so may elicit inappropriate or harmful responses.
	For a more thorough discussion see the [BIG-bench paper](in progress).

	To view tasks designed to probe pro-social behavior, including alignment, social, racial, gender, religious or political bias; toxicity; inclusion; and other issues please see tasks under the [pro-social behavior keywords](https://github.com/google/BIG-bench/blob/main/bigbench/benchmark_tasks/keywords_to_tasks.md#pro-social-behavior) on the BIG-bench repository.


	### Social Impact of Dataset

	[More Information Needed]


	### Discussion of Biases

	[More Information Needed]


	### Other Known Limitations

	[More Information Needed]


	## Additional Information

	For a more thorough discussion of all aspects of BIG-bench including dataset creation and evaluations see the BIG-bench repository [https://github.com/google/BIG-bench](https://github.com/google/BIG-bench) and paper []

	### Dataset Curators

	[More Information Needed]


	### Licensing Information

	[Apache License 2.0](https://github.com/google/BIG-bench/blob/main/LICENSE)

	### Citation Information

	```
	@misc{https://doi.org/10.48550/arxiv.2206.04615,
	doi = {10.48550/ARXIV.2206.04615},
	url = {https://arxiv.org/abs/2206.04615},
	author = {Srivastava, Aarohi and Rastogi, Abhinav and Rao, Abhishek and Shoeb, Abu Awal Md and Abid, Abubakar and Fisch, Adam and Brown, Adam R. and Santoro, Adam and Gupta, Aditya and Garriga-Alonso, Adrià and Kluska, Agnieszka and Lewkowycz, Aitor and Agarwal, Akshat and Power, Alethea and Ray, Alex and Warstadt, Alex and Kocurek, Alexander W. and Safaya, Ali and Tazarv, Ali and Xiang, Alice and Parrish, Alicia and Nie, Allen and Hussain, Aman and Askell, Amanda and Dsouza, Amanda and Slone, Ambrose and Rahane, Ameet and Iyer, Anantharaman S. and Andreassen, Anders and Madotto, Andrea and Santilli, Andrea and Stuhlmüller, Andreas and Dai, Andrew and La, Andrew and Lampinen, Andrew and Zou, Andy and Jiang, Angela and Chen, Angelica and Vuong, Anh and Gupta, Animesh and Gottardi, Anna and Norelli, Antonio and Venkatesh, Anu and Gholamidavoodi, Arash and Tabassum, Arfa and Menezes, Arul and Kirubarajan, Arun and Mullokandov, Asher and Sabharwal, Ashish and Herrick, Austin and Efrat, Avia and Erdem, Aykut and Karakaş, Ayla and Roberts, B. Ryan and Loe, Bao Sheng and Zoph, Barret and Bojanowski, Bartłomiej and Özyurt, Batuhan and Hedayatnia, Behnam and Neyshabur, Behnam and Inden, Benjamin and Stein, Benno and Ekmekci, Berk and Lin, Bill Yuchen and Howald, Blake and Diao, Cameron and Dour, Cameron and Stinson, Catherine and Argueta, Cedrick and Ramírez, César Ferri and Singh, Chandan and Rathkopf, Charles and Meng, Chenlin and Baral, Chitta and Wu, Chiyu and Callison-Burch, Chris and Waites, Chris and Voigt, Christian and Manning, Christopher D. and Potts, Christopher and Ramirez, Cindy and Rivera, Clara E. and Siro, Clemencia and Raffel, Colin and Ashcraft, Courtney and Garbacea, Cristina and Sileo, Damien and Garrette, Dan and Hendrycks, Dan and Kilman, Dan and Roth, Dan and Freeman, Daniel and Khashabi, Daniel and Levy, Daniel and González, Daniel Moseguí and Perszyk, Danielle and Hernandez, Danny and Chen, Danqi and Ippolito, Daphne and Gilboa, Dar and Dohan, David and Drakard, David and Jurgens, David and Datta, Debajyoti and Ganguli, Deep and Emelin, Denis and Kleyko, Denis and Yuret, Deniz and Chen, Derek and Tam, Derek and Hupkes, Dieuwke and Misra, Diganta and Buzan, Dilyar and Mollo, Dimitri Coelho and Yang, Diyi and Lee, Dong-Ho and Shutova, Ekaterina and Cubuk, Ekin Dogus and Segal, Elad and Hagerman, Eleanor and Barnes, Elizabeth and Donoway, Elizabeth and Pavlick, Ellie and Rodola, Emanuele and Lam, Emma and Chu, Eric and Tang, Eric and Erdem, Erkut and Chang, Ernie and Chi, Ethan A. and Dyer, Ethan and Jerzak, Ethan and Kim, Ethan and Manyasi, Eunice Engefu and Zheltonozhskii, Evgenii and Xia, Fanyue and Siar, Fatemeh and Martínez-Plumed, Fernando and Happé, Francesca and Chollet, Francois and Rong, Frieda and Mishra, Gaurav and Winata, Genta Indra and de Melo, Gerard and Kruszewski, Germán and Parascandolo, Giambattista and Mariani, Giorgio and Wang, Gloria and Jaimovitch-López, Gonzalo and Betz, Gregor and Gur-Ari, Guy and Galijasevic, Hana and Kim, Hannah and Rashkin, Hannah and Hajishirzi, Hannaneh and Mehta, Harsh and Bogar, Hayden and Shevlin, Henry and Schütze, Hinrich and Yakura, Hiromu and Zhang, Hongming and Wong, Hugh Mee and Ng, Ian and Noble, Isaac and Jumelet, Jaap and Geissinger, Jack and Kernion, Jackson and Hilton, Jacob and Lee, Jaehoon and Fisac, Jaime Fernández and Simon, James B. and Koppel, James and Zheng, James and Zou, James and Kocoń, Jan and Thompson, Jana and Kaplan, Jared and Radom, Jarema and Sohl-Dickstein, Jascha and Phang, Jason and Wei, Jason and Yosinski, Jason and Novikova, Jekaterina and Bosscher, Jelle and Marsh, Jennifer and Kim, Jeremy and Taal, Jeroen and Engel, Jesse and Alabi, Jesujoba and Xu, Jiacheng and Song, Jiaming and Tang, Jillian and Waweru, Joan and Burden, John and Miller, John and Balis, John U. and Berant, Jonathan and Frohberg, Jörg and Rozen, Jos and Hernandez-Orallo, Jose and Boudeman, Joseph and Jones, Joseph and Tenenbaum, Joshua B. and Rule, Joshua S. and Chua, Joyce and Kanclerz, Kamil and Livescu, Karen and Krauth, Karl and Gopalakrishnan, Karthik and Ignatyeva, Katerina and Markert, Katja and Dhole, Kaustubh D. and Gimpel, Kevin and Omondi, Kevin and Mathewson, Kory and Chiafullo, Kristen and Shkaruta, Ksenia and Shridhar, Kumar and McDonell, Kyle and Richardson, Kyle and Reynolds, Laria and Gao, Leo and Zhang, Li and Dugan, Liam and Qin, Lianhui and Contreras-Ochando, Lidia and Morency, Louis-Philippe and Moschella, Luca and Lam, Lucas and Noble, Lucy and Schmidt, Ludwig and He, Luheng and Colón, Luis Oliveros and Metz, Luke and Şenel, Lütfi Kerem and Bosma, Maarten and Sap, Maarten and ter Hoeve, Maartje and Farooqi, Maheen and Faruqui, Manaal and Mazeika, Mantas and Baturan, Marco and Marelli, Marco and Maru, Marco and Quintana, Maria Jose Ramírez and Tolkiehn, Marie and Giulianelli, Mario and Lewis, Martha and Potthast, Martin and Leavitt, Matthew L. and Hagen, Matthias and Schubert, Mátyás and Baitemirova, Medina Orduna and Arnaud, Melody and McElrath, Melvin and Yee, Michael A. and Cohen, Michael and Gu, Michael and Ivanitskiy, Michael and Starritt, Michael and Strube, Michael and Swędrowski, Michał and Bevilacqua, Michele and Yasunaga, Michihiro and Kale, Mihir and Cain, Mike and Xu, Mimee and Suzgun, Mirac and Tiwari, Mo and Bansal, Mohit and Aminnaseri, Moin and Geva, Mor and Gheini, Mozhdeh and T, Mukund Varma and Peng, Nanyun and Chi, Nathan and Lee, Nayeon and Krakover, Neta Gur-Ari and Cameron, Nicholas and Roberts, Nicholas and Doiron, Nick and Nangia, Nikita and Deckers, Niklas and Muennighoff, Niklas and Keskar, Nitish Shirish and Iyer, Niveditha S. and Constant, Noah and Fiedel, Noah and Wen, Nuan and Zhang, Oliver and Agha, Omar and Elbaghdadi, Omar and Levy, Omer and Evans, Owain and Casares, Pablo Antonio Moreno and Doshi, Parth and Fung, Pascale and Liang, Paul Pu and Vicol, Paul and Alipoormolabashi, Pegah and Liao, Peiyuan and Liang, Percy and Chang, Peter and Eckersley, Peter and Htut, Phu Mon and Hwang, Pinyu and Miłkowski, Piotr and Patil, Piyush and Pezeshkpour, Pouya and Oli, Priti and Mei, Qiaozhu and Lyu, Qing and Chen, Qinlang and Banjade, Rabin and Rudolph, Rachel Etta and Gabriel, Raefer and Habacker, Rahel and Delgado, Ramón Risco and Millière, Raphaël and Garg, Rhythm and Barnes, Richard and Saurous, Rif A. and Arakawa, Riku and Raymaekers, Robbe and Frank, Robert and Sikand, Rohan and Novak, Roman and Sitelew, Roman and LeBras, Ronan and Liu, Rosanne and Jacobs, Rowan and Zhang, Rui and Salakhutdinov, Ruslan and Chi, Ryan and Lee, Ryan and Stovall, Ryan and Teehan, Ryan and Yang, Rylan and Singh, Sahib and Mohammad, Saif M. and Anand, Sajant and Dillavou, Sam and Shleifer, Sam and Wiseman, Sam and Gruetter, Samuel and Bowman, Samuel R. and Schoenholz, Samuel S. and Han, Sanghyun and Kwatra, Sanjeev and Rous, Sarah A. and Ghazarian, Sarik and Ghosh, Sayan and Casey, Sean and Bischoff, Sebastian and Gehrmann, Sebastian and Schuster, Sebastian and Sadeghi, Sepideh and Hamdan, Shadi and Zhou, Sharon and Srivastava, Shashank and Shi, Sherry and Singh, Shikhar and Asaadi, Shima and Gu, Shixiang Shane and Pachchigar, Shubh and Toshniwal, Shubham and Upadhyay, Shyam and Shyamolima, and {Debnath} and Shakeri, Siamak and Thormeyer, Simon and Melzi, Simone and Reddy, Siva and Makini, Sneha Priscilla and Lee, Soo-Hwan and Torene, Spencer and Hatwar, Sriharsha and Dehaene, Stanislas and Divic, Stefan and Ermon, Stefano and Biderman, Stella and Lin, Stephanie and Prasad, Stephen and Piantadosi, Steven T. and Shieber, Stuart M. and Misherghi, Summer and Kiritchenko, Svetlana and Mishra, Swaroop and Linzen, Tal and Schuster, Tal and Li, Tao and Yu, Tao and Ali, Tariq and Hashimoto, Tatsu and Wu, Te-Lin and Desbordes, Théo and Rothschild, Theodore and Phan, Thomas and Wang, Tianle and Nkinyili, Tiberius and Schick, Timo and Kornev, Timofei and Telleen-Lawton, Timothy and Tunduny, Titus and Gerstenberg, Tobias and Chang, Trenton and Neeraj, Trishala and Khot, Tushar and Shultz, Tyler and Shaham, Uri and Misra, Vedant and Demberg, Vera and Nyamai, Victoria and Raunak, Vikas and Ramasesh, Vinay and Prabhu, Vinay Uday and Padmakumar, Vishakh and Srikumar, Vivek and Fedus, William and Saunders, William and Zhang, William and Vossen, Wout and Ren, Xiang and Tong, Xiaoyu and Zhao, Xinran and Wu, Xinyi and Shen, Xudong and Yaghoobzadeh, Yadollah and Lakretz, Yair and Song, Yangqiu and Bahri, Yasaman and Choi, Yejin and Yang, Yichi and Hao, Yiding and Chen, Yifu and Belinkov, Yonatan and Hou, Yu and Hou, Yufang and Bai, Yuntao and Seid, Zachary and Zhao, Zhuoye and Wang, Zijian and Wang, Zijie J. and Wang, Zirui and Wu, Ziyi},
	title = {Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models},
	publisher = {arXiv},
	year = {2022},
	copyright = {arXiv.org perpetual, non-exclusive license}
	}
	```

	### Contributions
	For a full list of contributors to the BIG-bench dataset, see the paper.

	Thanks to [@andersjohanandreassen](https://github.com/andersjohanandreassen) and [@ethansdyer](https://github.com/ethansdyer) for adding this dataset to HuggingFace.